MedicalVoice
Ambient Voice EHR
AI-Powered Clinical Documentation
Chief.AI's MedicalVoice is an ambient voice EHR solution that uses artificial intelligence to transform clinical conversations into structured, actionable medical records. The system listens to doctor-patient consultations, transcribes the dialogue in real time, and applies advanced medical AI to extract diagnoses, medications, procedures, and treatment plans automatically.
• MedicalVoice eliminates the administrative burden of clinical documentation, allowing physicians to focus entirely on patient care.
• The platform uses Chief AI's proprietary voice recognition engine for high-accuracy speech-to-text transcription across multiple languages and accents.
• Chief AI's medical large language model performs deep analysis of transcribed text, extracting structured clinical data including diagnoses (with ICD codes), medications, allergies, procedures, and recommended follow-ups.
• All output is compliant with HL7 FHIR healthcare interoperability standards for seamless integration with existing hospital information systems.
• Chief.AI's companion module, MedicalVision, extends the platform's capabilities to include OCR-based extraction from handwritten prescriptions, lab reports, and medical imaging documents using generative AI.
• The system supports both web and mobile (Android/iOS) access, enabling clinicians to capture notes from any device, anywhere.
How It Works
Record
Capture audio from consultations via browser recording or mobile upload. Supports WAV, M4A, and WebM formats with chunked upload for large files.
Transcribe
Chief AI's voice recognition engine converts speech to text with clinical-grade accuracy, handling medical terminology, drug names, and multi-speaker dialogue.
Analyse
Chief AI's medical LLM analyses the transcript to extract structured medical data: diagnoses, medications, procedures, allergies, and clinical recommendations.
Report
Structured output is generated as FHIR-compliant JSON, downloadable clinical reports, and linked directly to patient medical records.
AI-Powered Medical Analysis
MedicalVoice goes far beyond simple transcription. Once speech is converted to text, Chief AI's medical large language model performs a comprehensive medical analysis pipeline that extracts and structures clinical information into discrete, machine-readable data fields.
The AI identifies and categorises:
Diagnoses with ICD-10 codes, medications with dosage and frequency, allergies with severity classification, and surgical or diagnostic procedures with SNOMED codes.
Recommended follow-up schedules, referral suggestions, prescription changes, lab orders, and immunisation requirements extracted from physician commentary.
Family history markers, social history (smoking, alcohol), chronic condition tracking, and longitudinal medication reconciliation across multiple visits.
Summary reports, detailed clinical notes, patient-friendly explanations, and comprehensive visit documentation — all generated automatically from a single audio recording.
MedicalVision: Document Intelligence
Chief.AI's MedicalVision module complements MedicalVoice by providing AI-powered document analysis. Physicians can photograph or upload handwritten prescriptions, lab reports, discharge summaries, and clinical notes. The system uses Chief AI's vision AI model to extract text from these documents, then applies pattern-based clinical entity extraction to identify medications, diagnoses, procedures, and dates.
MedicalVision supports JPEG, PNG, and PDF formats and stores extracted data as FHIR-compatible JSON resources. Supporting documents can be linked directly to audio transcriptions, providing a complete multi-modal patient record that combines voice and document data in a single clinical view.
Patient Management & Medical Records
MedicalVoice includes a comprehensive patient management system with unique Medical Record Numbers (MRN) in the format MRN-YYYY-XXXX. Every transcription and document is linked to a patient record, building a longitudinal clinical history over time.
The patient record system tracks:
• Demographics — name, date of birth, gender, contact details, emergency contacts
• Medical history — medications, allergies, diagnoses, procedures, immunisations, family and social history
• Visit tracking — consultations, follow-ups, emergency visits, telemedicine sessions, routine check-ups
• Clinical documents — lab reports, prescriptions, imaging, clinical notes, discharge summaries
• Reports — transcription summaries, diagnostic reports, comprehensive medical summaries exportable in JSON, PDF, HTML, FHIR, and HL7 formats
Mobile Access & API
MedicalVoice provides a full-featured RESTful API for mobile applications. The mobile platform supports token-based authentication with device tracking, chunked uploads for large audio files over cellular networks, and real-time processing status updates. Clinicians can record patient consultations on their Android or iOS device, upload the audio, and receive structured medical analysis — all without needing access to a desktop workstation.
The mobile API supports:
• Token-based authentication with automatic refresh and device fingerprinting
• Single-file and chunked upload modes for reliable transfer over any network
• Patient search and creation directly from the mobile device
• Real-time processing status and push notification on completion
• Offline recording with background sync when connectivity is restored
Security & Compliance
MedicalVoice is engineered for healthcare-grade security and HIPAA compliance. All patient data is encrypted at rest using AES-256 encryption with secure key management. The platform maintains comprehensive audit trails of all patient record access, document views, and system operations.